Unauthorized Access Detection

Pending Publication Date: 2022-01-27
ALLSTATE INSURANCE
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The present invention provides methods, systems, and computer-readable media for detecting fraud, unauthorized use, or other vehicle issues by analyzing sensor data from a vehicle. The invention allows for the detection of a vehicle fingerprint based on sensor data associated with a plurality of modes of operation, such as trips and drivers, and by applying a machine learning model to the vehicle fingerprint. The invention can provide an alert to the operator of the vehicle when a deviation is detected and can also detect driving patterns associated with the vehicle. The technical effects of the invention include improved security and protection for vehicles and detection of potential fraud or unauthorized use.

Problems solved by technology

Accordingly, when additional sensed driving data deviates from such vehicle fingerprint, it may be detected as a fraudulent or unauthorized activity or other vehicle issue.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Unauthorized Access Detection
  • Unauthorized Access Detection
  • Unauthorized Access Detection

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0020]In accordance with various aspects of the disclosure, methods, computer-readable media, software, and apparatuses are disclosed for determining a fraudulent or unauthorized user or other vehicle issue by using a vehicle fingerprint, vehicle patterns, and / or learned driving patterns of a user. As described herein, unauthorized access and fraud detection and / or prevention may be facilitated using a dynamically determined vehicle fingerprint.

[0021]In some instances, unauthorized use associated with a vehicle may go undetected, and valuable time may elapse before such activity may be detected, reported, and / or mitigated. As a result, perpetrators of such unauthorized uses may remain out of reach of law enforcement authorities. Also, for example, many enterprises may lack technology to determine if an unauthorized use may have occurred. As another example, enterprises may lack an ability to independently verify if an unauthorized activity may have occurred. In some instances, a bus...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

Methods, computer-readable media, software, and apparatuses include receiving sensor data from a sensor system associated with a vehicle during operation of the vehicle over a plurality of modes of operation, computing, based on the sensor data, a vehicle fingerprint comprising one or more vehicle characteristics over the plurality of modes of operation, monitoring additional received sensor data from the sensor system during further operation of the vehicle, determining whether an anomaly exists based on comparing the additional received sensor data to the vehicle fingerprint, and based upon determining that an anomaly exists, providing an alert to a communication interface associated with the vehicle.

Description

FIELD OF ART[0001]Aspects of the disclosure generally relate to methods and computer systems, including one or more computers particularly configured and / or executing computer software and one or more sensors operably connected to the one or more computers. More specifically, aspects of this disclosure relate to systems and methods for determining fraudulent or unauthorized vehicle use or other vehicle issues by using a vehicle fingerprint, vehicle patterns, and / or learned driving patterns of a user.BACKGROUND[0002]Detecting and preventing fraudulent or unauthorized use of a vehicle has become a priority, particularly for insurance and / or financial institutions and with the rise in vehicle sharing, ride sharing, and other gig uses associated with vehicles. For example, a vehicle user (e.g., a lessee) may be prohibited from using the vehicle for a ride sharing or gig use, but the vehicle owner or other stakeholder may have no reliable means to monitor against such usage. Without an i...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): B60R25/25B60R25/24B60R25/102G06K9/00G06N20/00
CPCB60R25/252B60R25/241G06N20/00G06K9/00926B60R25/102H04W4/38H04W4/44H04W12/12B60R25/24B60R25/25G06V40/50B60R25/32B60R25/33
InventorISAAC, EMAD S.
OwnerALLSTATE INSURANCE